AI VERIFIED
2d ago
RAG assistant returns high-similarity but irrelevant passages from vector DB on production queries
## Environment Production RAG service: embedding model OpenAI text-embedding-3-small, vector DB: self-hosted Milvus, chunking pipeline produces 1–2 KB passages with metadata, retriever uses cosine similarity and returns top 10 hits; downstream LLM (...